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LINDT: Tackling Negative Federated Learning with Local Adaptation

Nov 23, 2020
Hong Lin, Lidan Shou, Ke Chen, Gang Chen, Sai Wu


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Feature Importance Ranking for Deep Learning

Oct 18, 2020
Maksymilian Wojtas, Ke Chen

* Accepted by NeurIPS 2020, 5 Figures and 1 Table in Main text, 10 Figures and 5 Tables in Supplementary Materials 

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CAD-PU: A Curvature-Adaptive Deep Learning Solution for Point Set Upsampling

Sep 10, 2020
Jiehong Lin, Xian Shi, Yuan Gao, Ke Chen, Kui Jia


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POP909: A Pop-song Dataset for Music Arrangement Generation

Aug 17, 2020
Ziyu Wang, Ke Chen, Junyan Jiang, Yiyi Zhang, Maoran Xu, Shuqi Dai, Xianbin Gu, Gus Xia

* In Proceedings of 21st International Conference on Music Information Retrieval (ISMIR), Montreal, Canada (virtual conference), 2020 

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MusPy: A Toolkit for Symbolic Music Generation

Aug 05, 2020
Hao-Wen Dong, Ke Chen, Julian McAuley, Taylor Berg-Kirkpatrick

* Accepted by International Society for Music Information Retrieval Conference (ISMIR), 2020 

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Music SketchNet: Controllable Music Generation via Factorized Representations of Pitch and Rhythm

Aug 04, 2020
Ke Chen, Cheng-i Wang, Taylor Berg-Kirkpatrick, Shlomo Dubnov

* 8 pages, 8 figures, Proceedings of the 21st International Society for Music Information Retrieval Conference, ISMIR 2020 

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A Generalized Asymmetric Dual-front Model for Active Contours and Image Segmentation

Jun 14, 2020
Da~Chen, Jack Spencer, Jean-Marie Mirebeau, Ke Chen, Ming-Lei Shu, Laurent D. Cohen


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MVLidarNet: Real-Time Multi-Class Scene Understanding for Autonomous Driving Using Multiple Views

Jun 09, 2020
Ke Chen, Ryan Oldja, Nikolai Smolyanskiy, Stan Birchfield, Alexander Popov, David Wehr, Ibrahim Eden, Joachim Pehserl

* IROS2020 conference submission, for accompanying video, see https://youtu.be/2ck5_sToayc 

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Compositional Few-Shot Recognition with Primitive Discovery and Enhancing

May 26, 2020
Yixiong Zou, Shanghang Zhang, Ke Chen, José M. F. Moura, Yaowei Wang, Yonghong Tian


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Unsupervised Domain Adaptation via Structurally Regularized Deep Clustering

Mar 19, 2020
Hui Tang, Ke Chen, Kui Jia

* 14 pages, 5 figures, 8 tables, accepted by CVPR2020 - Oral 

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A Framework for End-to-End Learning on Semantic Tree-Structured Data

Feb 13, 2020
William Woof, Ke Chen

* This is a preliminary version of our work. The project is still ongoing. The source code for a JSON-based implementation of our framework along with experiments can be downloaded at https://github.com/EndingCredits/json2vec 

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Continuous Melody Generation via Disentangled Short-Term Representations and Structural Conditions

Feb 05, 2020
Ke Chen, Gus Xia, Shlomo Dubnov

* 9 pages, 12 figures, 4 tables. in 14th international conference on semantic computing, ICSC 2020 

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Improving Semantic Analysis on Point Clouds via Auxiliary Supervision of Local Geometric Priors

Jan 14, 2020
Lulu Tang, Ke Chen, Chaozheng Wu, Yu Hong, Kui Jia, Zhixin Yang

* 10 pages, 7 figures, 9 tables 

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W-PoseNet: Dense Correspondence Regularized Pixel Pair Pose Regression

Dec 26, 2019
Zelin Xu, Ke Chen, Kui Jia

* 10 pages, 5 figures, 3 tables 

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Cascading Convolutional Color Constancy

Dec 24, 2019
Huanglin Yu, Ke Chen, Kaiqi Wang, Yanlin Qian, Zhaoxiang Zhang, Kui Jia

* 9 pages, 5 figures, 4 tables, accepted by AAAI-20 

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Geometry-aware Generation of Adversarial and Cooperative Point Clouds

Dec 24, 2019
Yuxin Wen, Jiehong Lin, Ke Chen, Kui Jia


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Towards Further Understanding of Sparse Filtering via Information Bottleneck

Oct 20, 2019
Fabio Massimo Zennaro, Ke Chen

* 8 pages, 5 figures 

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Fast Fourier Color Constancy and Grayness Index for ISPA Illumination Estimation Challenge

Sep 17, 2019
Yanlin Qian, Ke Chen, Huanglin Yu

* The 3-page challenge report for the Illumination Estimation Challenge, in the Int'l Workshop on Color Vision, affiliated to the 11th Int'l Symposium on Image and Signal Processing and Analysis (ISPA2019, Dubrovnik, Croatia). Second version 

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Learning-Based Video Game Development in [email protected]: An Overview

Aug 27, 2019
Ke Chen

* 8 pages, 15 figures Invited paper presented as a keynote speech, ICEEIE'19 in Bali, Indonesia 

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Semi-Supervised Few-Shot Learning for Dual Question-Answer Extraction

Apr 08, 2019
Jue Wang, Ke Chen, Lidan Shou, Sai Wu, Sharad Mehrotra

* 7 pages, 5 figures, submission to IJCAI19 

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ShopSign: a Diverse Scene Text Dataset of Chinese Shop Signs in Street Views

Mar 25, 2019
Chongsheng Zhang, Guowen Peng, Yuefeng Tao, Feifei Fu, Wei Jiang, George Almpanidis, Ke Chen

* 10 pages, 2 figures, 5 tables 

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Structured Knowledge Distillation for Semantic Segmentation

Mar 12, 2019
Yifan Liu, Ke Chen, Chris Liu, Zengchang Qin, Zhenbo Luo, Jingdong Wang

* 10 pagers cvpr2019 accepted 

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Tooth morphometry using quasi-conformal theory

Jan 07, 2019
Gary P. T. Choi, Hei Long Chan, Robin Yong, Sarbin Ranjitkar, Alan Brook, Grant Townsend, Ke Chen, Lok Ming Lui


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The Effect of Explicit Structure Encoding of Deep Neural Networks for Symbolic Music Generation

Nov 20, 2018
Ke Chen, Weilin Zhang, Shlomo Dubnov, Gus Xia

* 8 pages, 13 figures 

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Intervention Aided Reinforcement Learning for Safe and Practical Policy Optimization in Navigation

Nov 15, 2018
Fan Wang, Bo Zhou, Ke Chen, Tingxiang Fan, Xi Zhang, Jiangyong Li, Hao Tian, Jia Pan

* Wang, F., Zhou, B., Chen, K., Fan, T., Zhang, X., Li, J., ... & Pan, J. (2018, October). Intervention Aided Reinforcement Learning for Safe and Practical Policy Optimization in Navigation. In Conference on Robot Learning (pp. 410-421) 

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Transferable Positive/Negative Speech Emotion Recognition via Class-wise Adversarial Domain Adaptation

Oct 30, 2018
Hao Zhou, Ke Chen

* 5 pages, 3 figures, submitted to ICASSP 2019 

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Multi-Label Zero-Shot Human Action Recognition via Joint Latent Embedding

Sep 29, 2018
Qian Wang, Ke Chen

* 26 pages, 7 figures and 7 tables. Technical report submitted to a journal. More experimental results have been added 

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Dichromatic Gray Pixel for Camera-agnostic Color Constancy

Jul 05, 2018
Yanlin Qian, Ke Chen, Jarno Nikkanen, Joni-Kristian Kämäräinen, Jiri Matas

* updated and submitted to ACCV 2018 

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